// 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 spop_misc //! @{ namespace priv { template struct functor_scalar_times { const eT k; functor_scalar_times(const eT in_k) : k(in_k) {} arma_inline eT operator()(const eT val) const { return val * k; } }; } template inline void spop_scalar_times::apply(SpMat& out, const SpOp& in) { arma_extra_debug_sigprint(); typedef typename T1::elem_type eT; if(in.aux != eT(0)) { out.init_xform(in.m, priv::functor_scalar_times(in.aux)); } else { const SpProxy P(in.m); out.zeros( P.get_n_rows(), P.get_n_cols() ); } } namespace priv { template struct functor_cx_scalar_times { typedef std::complex out_eT; const out_eT k; functor_cx_scalar_times(const out_eT in_k) : k(in_k) {} arma_inline out_eT operator()(const T val) const { return val * k; } }; } template inline void spop_cx_scalar_times::apply(SpMat< std::complex >& out, const mtSpOp< std::complex, T1, spop_cx_scalar_times >& in) { arma_extra_debug_sigprint(); typedef typename T1::pod_type T; typedef typename std::complex out_eT; if(in.aux_out_eT != out_eT(0)) { out.init_xform_mt(in.m, priv::functor_cx_scalar_times(in.aux_out_eT)); } else { const SpProxy P(in.m); out.zeros( P.get_n_rows(), P.get_n_cols() ); } } namespace priv { struct functor_square { template arma_inline eT operator()(const eT val) const { return val*val; } }; } template inline void spop_square::apply(SpMat& out, const SpOp& in) { arma_extra_debug_sigprint(); out.init_xform(in.m, priv::functor_square()); } namespace priv { struct functor_sqrt { template arma_inline eT operator()(const eT val) const { return eop_aux::sqrt(val); } }; } template inline void spop_sqrt::apply(SpMat& out, const SpOp& in) { arma_extra_debug_sigprint(); out.init_xform(in.m, priv::functor_sqrt()); } namespace priv { struct functor_abs { template arma_inline eT operator()(const eT val) const { return eop_aux::arma_abs(val); } }; } template inline void spop_abs::apply(SpMat& out, const SpOp& in) { arma_extra_debug_sigprint(); out.init_xform(in.m, priv::functor_abs()); } namespace priv { struct functor_cx_abs { template arma_inline T operator()(const std::complex& val) const { return std::abs(val); } }; } template inline void spop_cx_abs::apply(SpMat& out, const mtSpOp& in) { arma_extra_debug_sigprint(); out.init_xform_mt(in.m, priv::functor_cx_abs()); } namespace priv { struct functor_arg { template arma_inline eT operator()(const eT val) const { return arma_arg::eval(val); } }; } template inline void spop_arg::apply(SpMat& out, const SpOp& in) { arma_extra_debug_sigprint(); out.init_xform(in.m, priv::functor_arg()); } namespace priv { struct functor_cx_arg { template arma_inline T operator()(const std::complex& val) const { return std::arg(val); } }; } template inline void spop_cx_arg::apply(SpMat& out, const mtSpOp& in) { arma_extra_debug_sigprint(); out.init_xform_mt(in.m, priv::functor_cx_arg()); } namespace priv { struct functor_real { template arma_inline T operator()(const std::complex& val) const { return val.real(); } }; } template inline void spop_real::apply(SpMat& out, const mtSpOp& in) { arma_extra_debug_sigprint(); out.init_xform_mt(in.m, priv::functor_real()); } namespace priv { struct functor_imag { template arma_inline T operator()(const std::complex& val) const { return val.imag(); } }; } template inline void spop_imag::apply(SpMat& out, const mtSpOp& in) { arma_extra_debug_sigprint(); out.init_xform_mt(in.m, priv::functor_imag()); } namespace priv { struct functor_conj { template arma_inline eT operator()(const eT val) const { return eop_aux::conj(val); } }; } template inline void spop_conj::apply(SpMat& out, const SpOp& in) { arma_extra_debug_sigprint(); out.init_xform(in.m, priv::functor_conj()); } template inline void spop_repelem::apply(SpMat& out, const SpOp& in) { arma_extra_debug_sigprint(); typedef typename T1::elem_type eT; const unwrap_spmat U(in.m); const SpMat& X = U.M; const uword copies_per_row = in.aux_uword_a; const uword copies_per_col = in.aux_uword_b; const uword out_n_rows = X.n_rows * copies_per_row; const uword out_n_cols = X.n_cols * copies_per_col; const uword out_nnz = X.n_nonzero * copies_per_row * copies_per_col; if( (out_n_rows > 0) && (out_n_cols > 0) && (out_nnz > 0) ) { umat locs(2, out_nnz, arma_nozeros_indicator()); Col vals( out_nnz, arma_nozeros_indicator()); uword* locs_mem = locs.memptr(); eT* vals_mem = vals.memptr(); typename SpMat::const_iterator X_it = X.begin(); typename SpMat::const_iterator X_end = X.end(); for(; X_it != X_end; ++X_it) { const uword col_base = copies_per_col * X_it.col(); const uword row_base = copies_per_row * X_it.row(); const eT X_val = (*X_it); for(uword cols = 0; cols < copies_per_col; cols++) for(uword rows = 0; rows < copies_per_row; rows++) { (*locs_mem) = row_base + rows; ++locs_mem; (*locs_mem) = col_base + cols; ++locs_mem; (*vals_mem) = X_val; ++vals_mem; } } out = SpMat(locs, vals, out_n_rows, out_n_cols); } else { out.zeros(out_n_rows, out_n_cols); } } template inline void spop_reshape::apply(SpMat& out, const SpOp& in) { arma_extra_debug_sigprint(); out = in.m; out.reshape(in.aux_uword_a, in.aux_uword_b); } template inline void spop_resize::apply(SpMat& out, const SpOp& in) { arma_extra_debug_sigprint(); out = in.m; out.resize(in.aux_uword_a, in.aux_uword_b); } namespace priv { struct functor_floor { template arma_inline eT operator()(const eT val) const { return eop_aux::floor(val); } }; } template inline void spop_floor::apply(SpMat& out, const SpOp& in) { arma_extra_debug_sigprint(); out.init_xform(in.m, priv::functor_floor()); } namespace priv { struct functor_ceil { template arma_inline eT operator()(const eT val) const { return eop_aux::ceil(val); } }; } template inline void spop_ceil::apply(SpMat& out, const SpOp& in) { arma_extra_debug_sigprint(); out.init_xform(in.m, priv::functor_ceil()); } namespace priv { struct functor_round { template arma_inline eT operator()(const eT val) const { return eop_aux::round(val); } }; } template inline void spop_round::apply(SpMat& out, const SpOp& in) { arma_extra_debug_sigprint(); out.init_xform(in.m, priv::functor_round()); } namespace priv { struct functor_trunc { template arma_inline eT operator()(const eT val) const { return eop_aux::trunc(val); } }; } template inline void spop_trunc::apply(SpMat& out, const SpOp& in) { arma_extra_debug_sigprint(); out.init_xform(in.m, priv::functor_trunc()); } namespace priv { struct functor_sign { template arma_inline eT operator()(const eT val) const { return arma_sign(val); } }; } template inline void spop_sign::apply(SpMat& out, const SpOp& in) { arma_extra_debug_sigprint(); out.init_xform(in.m, priv::functor_sign()); } template inline void spop_diagvec::apply(SpMat& out, const SpOp& in) { arma_extra_debug_sigprint(); typedef typename T1::elem_type eT; const unwrap_spmat U(in.m); const SpMat& X = U.M; const uword a = in.aux_uword_a; const uword b = in.aux_uword_b; const uword row_offset = (b > 0) ? a : 0; const uword col_offset = (b == 0) ? a : 0; arma_debug_check_bounds ( ((row_offset > 0) && (row_offset >= X.n_rows)) || ((col_offset > 0) && (col_offset >= X.n_cols)), "diagvec(): requested diagonal out of bounds" ); const uword len = (std::min)(X.n_rows - row_offset, X.n_cols - col_offset); Col cache(len, arma_nozeros_indicator()); eT* cache_mem = cache.memptr(); uword n_nonzero = 0; for(uword i=0; i < len; ++i) { const eT val = X.at(i + row_offset, i + col_offset); cache_mem[i] = val; n_nonzero += (val != eT(0)) ? uword(1) : uword(0); } out.reserve(len, 1, n_nonzero); uword count = 0; for(uword i=0; i < len; ++i) { const eT val = cache_mem[i]; if(val != eT(0)) { access::rw(out.row_indices[count]) = i; access::rw(out.values[count]) = val; ++count; } } access::rw(out.col_ptrs[0]) = 0; access::rw(out.col_ptrs[1]) = n_nonzero; } template inline void spop_flipud::apply(SpMat& out, const SpOp& in) { arma_extra_debug_sigprint(); out = reverse(in.m, 0); } template inline void spop_fliplr::apply(SpMat& out, const SpOp& in) { arma_extra_debug_sigprint(); out = reverse(in.m, 1); } //! @}