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+// 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 op_shuffle
+//! @{
+
+
+
+template<typename eT>
+inline
+void
+op_shuffle::apply_direct(Mat<eT>& out, const Mat<eT>& X, const uword dim)
+ {
+ arma_extra_debug_sigprint();
+
+ if(X.is_empty()) { out.copy_size(X); return; }
+
+ const uword N = (dim == 0) ? X.n_rows : X.n_cols;
+
+ // see op_sort_index_bones.hpp for the definition of arma_sort_index_packet
+ // and the associated comparison functor
+
+ typedef arma_sort_index_packet<int> packet;
+
+ std::vector<packet> packet_vec(N);
+
+ for(uword i=0; i<N; ++i)
+ {
+ packet_vec[i].val = int(arma_rng::randi<int>());
+ packet_vec[i].index = i;
+ }
+
+ arma_sort_index_helper_ascend<int> comparator;
+
+ std::sort( packet_vec.begin(), packet_vec.end(), comparator );
+
+ const bool is_alias = (&out == &X);
+
+ if(X.is_vec() == false)
+ {
+ if(is_alias == false)
+ {
+ arma_extra_debug_print("op_shuffle::apply(): matrix");
+
+ out.copy_size(X);
+
+ if(dim == 0)
+ {
+ for(uword i=0; i<N; ++i) { out.row(i) = X.row(packet_vec[i].index); }
+ }
+ else
+ {
+ for(uword i=0; i<N; ++i) { out.col(i) = X.col(packet_vec[i].index); }
+ }
+ }
+ else // in-place shuffle
+ {
+ arma_extra_debug_print("op_shuffle::apply(): in-place matrix");
+
+ // reuse the val member variable of packet_vec
+ // to indicate whether a particular row or column
+ // has already been shuffled
+
+ for(uword i=0; i<N; ++i)
+ {
+ packet_vec[i].val = 0;
+ }
+
+ if(dim == 0)
+ {
+ for(uword i=0; i<N; ++i)
+ {
+ if(packet_vec[i].val == 0)
+ {
+ const uword j = packet_vec[i].index;
+
+ out.swap_rows(i, j);
+
+ packet_vec[j].val = 1;
+ }
+ }
+ }
+ else
+ {
+ for(uword i=0; i<N; ++i)
+ {
+ if(packet_vec[i].val == 0)
+ {
+ const uword j = packet_vec[i].index;
+
+ out.swap_cols(i, j);
+
+ packet_vec[j].val = 1;
+ }
+ }
+ }
+ }
+ }
+ else // we're dealing with a vector
+ {
+ if(is_alias == false)
+ {
+ arma_extra_debug_print("op_shuffle::apply(): vector");
+
+ out.copy_size(X);
+
+ if(dim == 0)
+ {
+ if(X.n_rows > 1) // ie. column vector
+ {
+ for(uword i=0; i<N; ++i) { out[i] = X[ packet_vec[i].index ]; }
+ }
+ else
+ {
+ out = X;
+ }
+ }
+ else
+ {
+ if(X.n_cols > 1) // ie. row vector
+ {
+ for(uword i=0; i<N; ++i) { out[i] = X[ packet_vec[i].index ]; }
+ }
+ else
+ {
+ out = X;
+ }
+ }
+ }
+ else // in-place shuffle
+ {
+ arma_extra_debug_print("op_shuffle::apply(): in-place vector");
+
+ // reuse the val member variable of packet_vec
+ // to indicate whether a particular row or column
+ // has already been shuffled
+
+ for(uword i=0; i<N; ++i)
+ {
+ packet_vec[i].val = 0;
+ }
+
+ if(dim == 0)
+ {
+ if(X.n_rows > 1) // ie. column vector
+ {
+ for(uword i=0; i<N; ++i)
+ {
+ if(packet_vec[i].val == 0)
+ {
+ const uword j = packet_vec[i].index;
+
+ std::swap(out[i], out[j]);
+
+ packet_vec[j].val = 1;
+ }
+ }
+ }
+ }
+ else
+ {
+ if(X.n_cols > 1) // ie. row vector
+ {
+ for(uword i=0; i<N; ++i)
+ {
+ if(packet_vec[i].val == 0)
+ {
+ const uword j = packet_vec[i].index;
+
+ std::swap(out[i], out[j]);
+
+ packet_vec[j].val = 1;
+ }
+ }
+ }
+ }
+ }
+ }
+
+ }
+
+
+
+template<typename T1>
+inline
+void
+op_shuffle::apply(Mat<typename T1::elem_type>& out, const Op<T1,op_shuffle>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ const unwrap<T1> U(in.m);
+
+ const uword dim = in.aux_uword_a;
+
+ arma_debug_check( (dim > 1), "shuffle(): parameter 'dim' must be 0 or 1" );
+
+ op_shuffle::apply_direct(out, U.M, dim);
+ }
+
+
+
+template<typename T1>
+inline
+void
+op_shuffle_vec::apply(Mat<typename T1::elem_type>& out, const Op<T1,op_shuffle_vec>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ const unwrap<T1> U(in.m);
+
+ const uword dim = (T1::is_xvec) ? uword(U.M.is_rowvec() ? 1 : 0) : uword((T1::is_row) ? 1 : 0);
+
+ op_shuffle::apply_direct(out, U.M, dim);
+ }
+
+
+
+//! @}