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Tpetra Matrix/Vector Services
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00001 /* 00002 // @HEADER 00003 // *********************************************************************** 00004 // 00005 // Tpetra: Templated Linear Algebra Services Package 00006 // Copyright (2008) Sandia Corporation 00007 // 00008 // Under the terms of Contract DE-AC04-94AL85000 with Sandia Corporation, 00009 // the U.S. Government retains certain rights in this software. 00010 // 00011 // Redistribution and use in source and binary forms, with or without 00012 // modification, are permitted provided that the following conditions are 00013 // met: 00014 // 00015 // 1. Redistributions of source code must retain the above copyright 00016 // notice, this list of conditions and the following disclaimer. 00017 // 00018 // 2. Redistributions in binary form must reproduce the above copyright 00019 // notice, this list of conditions and the following disclaimer in the 00020 // documentation and/or other materials provided with the distribution. 00021 // 00022 // 3. Neither the name of the Corporation nor the names of the 00023 // contributors may be used to endorse or promote products derived from 00024 // this software without specific prior written permission. 00025 // 00026 // THIS SOFTWARE IS PROVIDED BY SANDIA CORPORATION "AS IS" AND ANY 00027 // EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE 00028 // IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR 00029 // PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL SANDIA CORPORATION OR THE 00030 // CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, 00031 // EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, 00032 // PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR 00033 // PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF 00034 // LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING 00035 // NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS 00036 // SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. 00037 // 00038 // Questions? Contact Michael A. Heroux (maherou@sandia.gov) 00039 // 00040 // ************************************************************************ 00041 // @HEADER 00042 */ 00043 00044 #ifndef TPETRA_MATRIX_IO_DEF 00045 #define TPETRA_MATRIX_IO_DEF 00046 00047 #include "Tpetra_CrsMatrix.hpp" 00048 #include "Tpetra_MatrixIO.hpp" 00049 #include <iostream> 00050 00051 namespace Tpetra { 00052 namespace Utils { 00053 00054 template <class Scalar, class LocalOrdinal, class GlobalOrdinal, class Node> 00055 void 00056 generateMatrix (const Teuchos::RCP<Teuchos::ParameterList> &plist, 00057 const Teuchos::RCP<const Teuchos::Comm<int> > &comm, 00058 const Teuchos::RCP<Node> &node, 00059 Teuchos::RCP<Tpetra::CrsMatrix<Scalar, LocalOrdinal, GlobalOrdinal, Node> > &A) 00060 { 00061 typedef Teuchos::ScalarTraits<Scalar> ST; 00062 using Teuchos::as; 00063 TEUCHOS_TEST_FOR_EXCEPTION( plist == Teuchos::null, std::runtime_error, 00064 "Tpetra::Utils::generateMatrix(): ParameterList is null."); 00065 TEUCHOS_TEST_FOR_EXCEPTION( Teuchos::isParameterType<std::string>(*plist,"mat_type") == false, std::runtime_error, 00066 "Tpetra::Utils::generateMatrix(): ParameterList did not contain string parameter ""mat_type""."); 00067 std::string mat_type = plist->get<std::string>("mat_type"); 00068 if (mat_type == "Lap3D") { 00069 // 3D Laplacian, grid is a cube with dimension gridSize x gridSize x gridSize 00070 const GlobalOrdinal gridSize = as<GlobalOrdinal>(plist->get<int>("gridSize",100)); 00071 const GlobalOrdinal gS2 = gridSize*gridSize; 00072 const GlobalOrdinal numRows = gS2*gridSize; 00073 Teuchos::RCP<Tpetra::Map<LocalOrdinal,GlobalOrdinal,Node> > rowMap; 00074 rowMap = Teuchos::rcp(new Tpetra::Map<LocalOrdinal,GlobalOrdinal,Node>(as<global_size_t>(numRows),as<GlobalOrdinal>(0),comm,GloballyDistributed,node)); 00075 A = rcp(new Tpetra::CrsMatrix<Scalar,LocalOrdinal,GlobalOrdinal,Node>(rowMap,7,Tpetra::StaticProfile)); 00076 // fill matrix, one row at a time 00077 Teuchos::Array<GlobalOrdinal> neighbors; 00078 Teuchos::Array<Scalar> values(7, -ST::one()); 00079 values[0] = (Scalar)6; 00080 for (GlobalOrdinal r = rowMap->getMinGlobalIndex(); r <= rowMap->getMaxGlobalIndex(); ++r) { 00081 neighbors.clear(); 00082 neighbors.push_back(r); // add diagonal 00083 GlobalOrdinal ixy, iz, ix, iy; // (x,y,z) coords and index in xy plane 00084 ixy = r%gS2; 00085 iz = (r - ixy)/gS2; 00086 ix = ixy%gridSize; 00087 iy = (ixy - ix)/gridSize; 00088 // 00089 if ( ix != 0 ) neighbors.push_back( r-1 ); 00090 if ( ix != gridSize-1 ) neighbors.push_back( r+1 ); 00091 if ( iy != 0 ) neighbors.push_back( r-gridSize ); 00092 if ( iy != gridSize-1 ) neighbors.push_back( r+gridSize ); 00093 if ( iz != 0 ) neighbors.push_back( r-gS2 ); 00094 if ( iz != gridSize-1 ) neighbors.push_back( r+gS2 ); 00095 A->insertGlobalValues( r, neighbors(), values(0,neighbors.size()) ); 00096 } 00097 A->fillComplete(); 00098 } 00099 else { 00100 TEUCHOS_TEST_FOR_EXCEPTION( true, std::runtime_error, 00101 "Tpetra::Utils::generateMatrix(): ParameterList specified unsupported ""mat_type""."); 00102 } 00103 } 00104 00105 00106 template <class Scalar, class LocalOrdinal, class GlobalOrdinal, class Node> 00107 void 00108 readHBMatrix (const std::string &filename, 00109 const Teuchos::RCP<const Teuchos::Comm<int> > &comm, 00110 const Teuchos::RCP<Node> &node, 00111 Teuchos::RCP< Tpetra::CrsMatrix<Scalar,LocalOrdinal,GlobalOrdinal,Node> > &A, 00112 Teuchos::RCP< const Tpetra::Map<LocalOrdinal,GlobalOrdinal,Node> > rowMap, 00113 const Teuchos::RCP<Teuchos::ParameterList> ¶ms) 00114 { 00115 const int myRank = comm->getRank(); 00116 int numRows,numCols,numNZ; 00117 Teuchos::ArrayRCP<Scalar> svals; 00118 Teuchos::ArrayRCP<GlobalOrdinal> colinds; 00119 Teuchos::ArrayRCP<int> rowptrs; 00120 Teuchos::ArrayRCP<size_t> nnzPerRow; 00121 int fail = 0; 00122 if (myRank == 0) { 00123 bool isSymmetric=false; 00124 Teuchos::ArrayRCP<double> dvals; 00125 Teuchos::ArrayRCP<int> colptrs, rowinds; 00126 std::string type; 00127 Tpetra::Utils::readHBMatDouble(filename,numRows,numCols,numNZ,type,colptrs,rowinds,dvals); 00128 TEUCHOS_TEST_FOR_EXCEPT(type.size() != 3); 00129 if (type[0] != 'R' && type[0] != 'r') { 00130 // only real matrices right now 00131 fail = 1; 00132 } 00133 if (fail == 0 && numNZ > 0) { 00134 if (type[1] == 'S' || type[1] == 's') { 00135 isSymmetric = true; 00136 } 00137 else { 00138 isSymmetric = false; 00139 } 00140 } 00141 if (fail == 0 && numNZ > 0) { 00142 // find num non-zero per row 00143 nnzPerRow = Teuchos::arcp<size_t>(numRows); 00144 std::fill(nnzPerRow.begin(), nnzPerRow.end(), 0); 00145 for (Teuchos::ArrayRCP<int>::const_iterator ri=rowinds.begin(); ri != rowinds.end(); ++ri) { 00146 // count each row index towards its row 00147 ++nnzPerRow[*ri-1]; 00148 } 00149 if (isSymmetric) { 00150 // count each column toward the corresponding row as well 00151 for (int c=0; c < numCols; ++c) { 00152 // the diagonal was already counted; neglect it, if it exists 00153 for (int i=colptrs[c]-1; i != colptrs[c+1]-1; ++i) { 00154 if (rowinds[i] != c+1) { 00155 ++nnzPerRow[c]; 00156 ++numNZ; 00157 } 00158 } 00159 } 00160 } 00161 // allocate/set new matrix data 00162 svals = Teuchos::arcp<Scalar>(numNZ); 00163 colinds = Teuchos::arcp<GlobalOrdinal>(numNZ); 00164 rowptrs = Teuchos::arcp<int>(numRows+1); 00165 rowptrs[0] = 0; 00166 #ifdef HAVE_TPETRA_DEBUG 00167 Teuchos::ArrayRCP<size_t> nnzPerRow_debug(nnzPerRow.size()); 00168 std::copy(nnzPerRow.begin(), nnzPerRow.end(), nnzPerRow_debug.begin()); 00169 #endif 00170 for (int j=1; j <= numRows; ++j) { 00171 rowptrs[j] = rowptrs[j-1] + nnzPerRow[j-1]; 00172 nnzPerRow[j-1] = 0; 00173 } 00174 // translate from column-oriented to row-oriented 00175 for (int col=0; col<numCols; ++col) { 00176 for (int i=colptrs[col]-1; i != colptrs[col+1]-1; ++i) { 00177 const int row = rowinds[i]-1; 00178 // add entry to (row,col), with value dvals[i] 00179 const size_t entry = rowptrs[row] + nnzPerRow[row]; 00180 svals[entry] = Teuchos::as<Scalar>(dvals[i]); 00181 colinds[entry] = Teuchos::as<GlobalOrdinal>(col); 00182 ++nnzPerRow[row]; 00183 if (isSymmetric && row != col) { 00184 // add entry to (col,row), with value dvals[i] 00185 const size_t symentry = rowptrs[col] + nnzPerRow[col]; 00186 svals[symentry] = Teuchos::as<Scalar>(dvals[i]); 00187 colinds[symentry] = Teuchos::as<GlobalOrdinal>(row); 00188 ++nnzPerRow[col]; 00189 } 00190 } 00191 } 00192 #ifdef HAVE_TPETRA_DEBUG 00193 { 00194 bool isequal = true; 00195 typename Teuchos::ArrayRCP<size_t>::const_iterator it1, it2; 00196 for (it1 = nnzPerRow.begin(), it2 = nnzPerRow_debug.begin(); it1 != nnzPerRow.end(); ++it1, ++it2) { 00197 if (*it1 != *it2) { 00198 isequal = false; 00199 break; 00200 } 00201 } 00202 TEUCHOS_TEST_FOR_EXCEPTION(!isequal || nnzPerRow.size() != nnzPerRow_debug.size(), std::logic_error, 00203 "Tpetra::Utils::readHBMatrix(): Logic error."); 00204 } 00205 #endif 00206 } 00207 // std::cout << "Matrix " << filename << " of type " << type << ": " << numRows << " by " << numCols << ", " << numNZ << " nonzeros" << std::endl; 00208 } 00209 // check for read errors 00210 broadcast(*comm,0,&fail); 00211 TEUCHOS_TEST_FOR_EXCEPTION(fail == 1, std::runtime_error, "Tpetra::Utils::readHBMatrix() can only read Real matrices."); 00212 // distribute global matrix info 00213 broadcast(*comm,0,&numRows); 00214 broadcast(*comm,0,&numCols); 00215 // create map with uniform partitioning 00216 if (rowMap == Teuchos::null) { 00217 rowMap = Teuchos::rcp(new Tpetra::Map<LocalOrdinal,GlobalOrdinal,Node>((global_size_t)numRows,(GlobalOrdinal)0,comm,GloballyDistributed,node)); 00218 } 00219 else { 00220 TEUCHOS_TEST_FOR_EXCEPTION( rowMap->getGlobalNumElements() != (global_size_t)numRows, std::runtime_error, 00221 "Tpetra::Utils::readHBMatrix(): specified map has incorrect number of elements."); 00222 TEUCHOS_TEST_FOR_EXCEPTION( rowMap->isDistributed() == false && comm->getSize() > 1, std::runtime_error, 00223 "Tpetra::Utils::readHBMatrix(): specified map is not distributed."); 00224 } 00225 Teuchos::ArrayRCP<size_t> myNNZ; 00226 if (rowMap->getNodeNumElements()) { 00227 myNNZ = Teuchos::arcp<size_t>(rowMap->getNodeNumElements()); 00228 } 00229 if (myRank == 0) { 00230 LocalOrdinal numRowsAlreadyDistributed = rowMap->getNodeNumElements(); 00231 std::copy(nnzPerRow.begin(), nnzPerRow.begin()+numRowsAlreadyDistributed,myNNZ); 00232 for (int p=1; p < Teuchos::size(*comm); ++p) { 00233 size_t numRowsForP; 00234 Teuchos::receive(*comm,p,&numRowsForP); 00235 if (numRowsForP) { 00236 Teuchos::send<int,size_t>(*comm,numRowsForP,nnzPerRow(numRowsAlreadyDistributed,numRowsForP).getRawPtr(),p); 00237 numRowsAlreadyDistributed += numRowsForP; 00238 } 00239 } 00240 } 00241 else { 00242 const size_t numMyRows = rowMap->getNodeNumElements(); 00243 Teuchos::send(*comm,numMyRows,0); 00244 if (numMyRows) { 00245 Teuchos::receive<int,size_t>(*comm,0,numMyRows,myNNZ(0,numMyRows).getRawPtr()); 00246 } 00247 } 00248 nnzPerRow = Teuchos::null; 00249 // create column map 00250 Teuchos::RCP<const Tpetra::Map<LocalOrdinal,GlobalOrdinal,Node> > domMap; 00251 if (numRows == numCols) { 00252 domMap = rowMap; 00253 } 00254 else { 00255 domMap = createUniformContigMapWithNode<LocalOrdinal,GlobalOrdinal,Node>(numCols,comm,node); 00256 } 00257 A = rcp(new Tpetra::CrsMatrix<Scalar,LocalOrdinal,GlobalOrdinal,Node>(rowMap,myNNZ,Tpetra::StaticProfile)); 00258 // free this locally, A will keep it allocated as long as it is needed by A (up until allocation of nonzeros) 00259 myNNZ = Teuchos::null; 00260 if (myRank == 0 && numNZ > 0) { 00261 for (int r=0; r < numRows; ++r) { 00262 const LocalOrdinal nnz = rowptrs[r+1] - rowptrs[r]; 00263 if (nnz > 0) { 00264 Teuchos::ArrayView<const GlobalOrdinal> inds = colinds(rowptrs[r],nnz); 00265 Teuchos::ArrayView<const Scalar> vals = svals( rowptrs[r],nnz); 00266 A->insertGlobalValues(r, inds, vals); 00267 } 00268 } 00269 } 00270 // don't need these anymore 00271 colinds = Teuchos::null; 00272 svals = Teuchos::null; 00273 rowptrs = Teuchos::null; 00274 A->fillComplete(domMap,rowMap,params); 00275 } 00276 } // namespace Utils 00277 } // namespace Tpetra 00278 00279 // 00280 // Explicit instantiation macro 00281 // 00282 // Must be expanded from within the Tpetra::Utils namespace! 00283 // 00284 00285 #define TPETRA_MATRIXIO_INSTANT(SCALAR,LO,GO,NODE) \ 00286 template void \ 00287 readHBMatrix< SCALAR, LO, GO, NODE > (const std::string&, \ 00288 const Teuchos::RCP<const Teuchos::Comm<int> > &, \ 00289 const Teuchos::RCP< NODE > &, \ 00290 Teuchos::RCP<CrsMatrix< SCALAR, LO, GO, NODE > >&, \ 00291 Teuchos::RCP<const Tpetra::Map< LO, GO, NODE> >, \ 00292 const Teuchos::RCP<Teuchos::ParameterList>& ); \ 00293 \ 00294 template void \ 00295 generateMatrix< SCALAR, LO, GO, NODE> (const Teuchos::RCP<Teuchos::ParameterList>&, \ 00296 const Teuchos::RCP<const Teuchos::Comm<int> > &, \ 00297 const Teuchos::RCP< NODE > &,\ 00298 Teuchos::RCP<CrsMatrix< SCALAR, LO, GO, NODE > >& ); 00299 00300 00301 #endif
1.7.6.1