// SPDX-License-Identifier: Apache-2.0 // // Copyright 2008-2016 Conrad Sanderson (http://conradsanderson.id.au) // Copyright 2008-2016 National ICT Australia (NICTA) // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. // ------------------------------------------------------------------------ //! \addtogroup spglue_join //! @{ template inline void spglue_join_cols::apply(SpMat& out, const SpGlue& X) { arma_extra_debug_sigprint(); typedef typename T1::elem_type eT; const unwrap_spmat UA(X.A); const unwrap_spmat UB(X.B); if(UA.is_alias(out) || UB.is_alias(out)) { SpMat tmp; spglue_join_cols::apply_noalias(tmp, UA.M, UB.M); out.steal_mem(tmp); } else { spglue_join_cols::apply_noalias(out, UA.M, UB.M); } } template inline void spglue_join_cols::apply_noalias(SpMat& out, const SpMat& A, const SpMat& B) { arma_extra_debug_sigprint(); const uword A_n_rows = A.n_rows; const uword A_n_cols = A.n_cols; const uword B_n_rows = B.n_rows; const uword B_n_cols = B.n_cols; arma_debug_check ( ( (A_n_cols != B_n_cols) && ( (A_n_rows > 0) || (A_n_cols > 0) ) && ( (B_n_rows > 0) || (B_n_cols > 0) ) ), "join_cols() / join_vert(): number of columns must be the same" ); out.set_size( A_n_rows + B_n_rows, (std::max)(A_n_cols, B_n_cols) ); if( out.n_elem > 0 ) { if(A.is_empty() == false) { out.submat(0, 0, A_n_rows-1, out.n_cols-1) = A; } if(B.is_empty() == false) { out.submat(A_n_rows, 0, out.n_rows-1, out.n_cols-1) = B; } } } template inline void spglue_join_cols::apply(SpMat& out, const SpBase& A_expr, const SpBase& B_expr, const SpBase& C_expr) { arma_extra_debug_sigprint(); const unwrap_spmat UA(A_expr.get_ref()); const unwrap_spmat UB(B_expr.get_ref()); const unwrap_spmat UC(C_expr.get_ref()); const SpMat& A = UA.M; const SpMat& B = UB.M; const SpMat& C = UC.M; const uword out_n_rows = A.n_rows + B.n_rows + C.n_rows; const uword out_n_cols = (std::max)((std::max)(A.n_cols, B.n_cols), C.n_cols); arma_debug_check( ((A.n_cols != out_n_cols) && ((A.n_rows > 0) || (A.n_cols > 0))), "join_cols() / join_vert(): number of columns must be the same" ); arma_debug_check( ((B.n_cols != out_n_cols) && ((B.n_rows > 0) || (B.n_cols > 0))), "join_cols() / join_vert(): number of columns must be the same" ); arma_debug_check( ((C.n_cols != out_n_cols) && ((C.n_rows > 0) || (C.n_cols > 0))), "join_cols() / join_vert(): number of columns must be the same" ); out.set_size(out_n_rows, out_n_cols); if(out.n_elem == 0) { return; } uword row_start = 0; uword row_end_p1 = 0; if(A.n_elem > 0) { row_end_p1 += A.n_rows; out.rows(row_start, row_end_p1 - 1) = A; } row_start = row_end_p1; if(B.n_elem > 0) { row_end_p1 += B.n_rows; out.rows(row_start, row_end_p1 - 1) = B; } row_start = row_end_p1; if(C.n_elem > 0) { row_end_p1 += C.n_rows; out.rows(row_start, row_end_p1 - 1) = C; } } template inline void spglue_join_cols::apply(SpMat& out, const SpBase& A_expr, const SpBase& B_expr, const SpBase& C_expr, const SpBase& D_expr) { arma_extra_debug_sigprint(); const unwrap_spmat UA(A_expr.get_ref()); const unwrap_spmat UB(B_expr.get_ref()); const unwrap_spmat UC(C_expr.get_ref()); const unwrap_spmat UD(D_expr.get_ref()); const SpMat& A = UA.M; const SpMat& B = UB.M; const SpMat& C = UC.M; const SpMat& D = UD.M; const uword out_n_rows = A.n_rows + B.n_rows + C.n_rows + D.n_rows; const uword out_n_cols = (std::max)(((std::max)((std::max)(A.n_cols, B.n_cols), C.n_cols)), D.n_cols); arma_debug_check( ((A.n_cols != out_n_cols) && ((A.n_rows > 0) || (A.n_cols > 0))), "join_cols() / join_vert(): number of columns must be the same" ); arma_debug_check( ((B.n_cols != out_n_cols) && ((B.n_rows > 0) || (B.n_cols > 0))), "join_cols() / join_vert(): number of columns must be the same" ); arma_debug_check( ((C.n_cols != out_n_cols) && ((C.n_rows > 0) || (C.n_cols > 0))), "join_cols() / join_vert(): number of columns must be the same" ); arma_debug_check( ((D.n_cols != out_n_cols) && ((D.n_rows > 0) || (D.n_cols > 0))), "join_cols() / join_vert(): number of columns must be the same" ); out.set_size(out_n_rows, out_n_cols); if(out.n_elem == 0) { return; } uword row_start = 0; uword row_end_p1 = 0; if(A.n_elem > 0) { row_end_p1 += A.n_rows; out.rows(row_start, row_end_p1 - 1) = A; } row_start = row_end_p1; if(B.n_elem > 0) { row_end_p1 += B.n_rows; out.rows(row_start, row_end_p1 - 1) = B; } row_start = row_end_p1; if(C.n_elem > 0) { row_end_p1 += C.n_rows; out.rows(row_start, row_end_p1 - 1) = C; } row_start = row_end_p1; if(D.n_elem > 0) { row_end_p1 += D.n_rows; out.rows(row_start, row_end_p1 - 1) = D; } } template inline void spglue_join_rows::apply(SpMat& out, const SpGlue& X) { arma_extra_debug_sigprint(); typedef typename T1::elem_type eT; const unwrap_spmat UA(X.A); const unwrap_spmat UB(X.B); if(UA.is_alias(out) || UB.is_alias(out)) { SpMat tmp; spglue_join_rows::apply_noalias(tmp, UA.M, UB.M); out.steal_mem(tmp); } else { spglue_join_rows::apply_noalias(out, UA.M, UB.M); } } template inline void spglue_join_rows::apply_noalias(SpMat& out, const SpMat& A, const SpMat& B) { arma_extra_debug_sigprint(); const uword A_n_rows = A.n_rows; const uword A_n_cols = A.n_cols; const uword A_n_nz = A.n_nonzero; const uword B_n_rows = B.n_rows; const uword B_n_cols = B.n_cols; const uword B_n_nz = B.n_nonzero; arma_debug_check ( ( (A_n_rows != B.n_rows) && ( (A_n_rows > 0) || (A_n_cols > 0) ) && ( (B_n_rows > 0) || (B_n_cols > 0) ) ), "join_rows() / join_horiz(): number of rows must be the same" ); const uword C_n_rows = (std::max)(A_n_rows, B_n_rows); const uword C_n_cols = A_n_cols + B_n_cols; const uword C_n_nz = A_n_nz + B_n_nz; if( ((C_n_rows * C_n_cols) == 0) || (C_n_nz == 0) ) { out.zeros(C_n_rows, C_n_cols); return; } out.reserve(C_n_rows, C_n_cols, C_n_nz); arrayops::copy( access::rwp(out.values), A.values, A_n_nz ); arrayops::copy( access::rwp(out.values) + A_n_nz, B.values, B_n_nz+1 ); arrayops::copy( access::rwp(out.row_indices), A.row_indices, A_n_nz ); arrayops::copy( access::rwp(out.row_indices) + A_n_nz, B.row_indices, B_n_nz+1 ); arrayops::copy( access::rwp(out.col_ptrs), A.col_ptrs, A_n_cols ); arrayops::copy( access::rwp(out.col_ptrs) + A_n_cols, B.col_ptrs, B_n_cols+2 ); arrayops::inplace_plus( access::rwp(out.col_ptrs) + A_n_cols, A_n_nz, B_n_cols+1 ); // // OLD METHOD // // umat locs(2, C_n_nz, arma_nozeros_indicator()); // Col vals( C_n_nz, arma_nozeros_indicator()); // // uword* locs_mem = locs.memptr(); // eT* vals_mem = vals.memptr(); // // typename SpMat::const_iterator A_it = A.begin(); // // for(uword i=0; i < A_n_nz; ++i) // { // const uword row = A_it.row(); // const uword col = A_it.col(); // // (*locs_mem) = row; locs_mem++; // (*locs_mem) = col; locs_mem++; // // (*vals_mem) = (*A_it); vals_mem++; // // ++A_it; // } // // typename SpMat::const_iterator B_it = B.begin(); // // for(uword i=0; i < B_n_nz; ++i) // { // const uword row = B_it.row(); // const uword col = A_n_cols + B_it.col(); // // (*locs_mem) = row; locs_mem++; // (*locs_mem) = col; locs_mem++; // // (*vals_mem) = (*B_it); vals_mem++; // // ++B_it; // } // // // TODO: the first element of B within C will always have a larger index than the last element of A in C; // // TODO: so, is sorting really necessary here? // SpMat tmp(locs, vals, C_n_rows, C_n_cols, true, false); // // out.steal_mem(tmp); } template inline void spglue_join_rows::apply(SpMat& out, const SpBase& A_expr, const SpBase& B_expr, const SpBase& C_expr) { arma_extra_debug_sigprint(); const unwrap_spmat UA(A_expr.get_ref()); const unwrap_spmat UB(B_expr.get_ref()); const unwrap_spmat UC(C_expr.get_ref()); const SpMat& A = UA.M; const SpMat& B = UB.M; const SpMat& C = UC.M; SpMat tmp; spglue_join_rows::apply_noalias(tmp, A, B); spglue_join_rows::apply_noalias(out, tmp, C); } template inline void spglue_join_rows::apply(SpMat& out, const SpBase& A_expr, const SpBase& B_expr, const SpBase& C_expr, const SpBase& D_expr) { arma_extra_debug_sigprint(); const unwrap_spmat UA(A_expr.get_ref()); const unwrap_spmat UB(B_expr.get_ref()); const unwrap_spmat UC(C_expr.get_ref()); const unwrap_spmat UD(D_expr.get_ref()); const SpMat& A = UA.M; const SpMat& B = UB.M; const SpMat& C = UC.M; const SpMat& D = UD.M; SpMat AB; SpMat ABC; spglue_join_rows::apply_noalias(AB, A, B); spglue_join_rows::apply_noalias(ABC, AB, C); spglue_join_rows::apply_noalias(out, ABC, D); } //! @}