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Diffstat (limited to 'src/armadillo/include/armadillo_bits/fn_n_unique.hpp')
-rw-r--r-- | src/armadillo/include/armadillo_bits/fn_n_unique.hpp | 132 |
1 files changed, 132 insertions, 0 deletions
diff --git a/src/armadillo/include/armadillo_bits/fn_n_unique.hpp b/src/armadillo/include/armadillo_bits/fn_n_unique.hpp new file mode 100644 index 0000000..2f00b72 --- /dev/null +++ b/src/armadillo/include/armadillo_bits/fn_n_unique.hpp @@ -0,0 +1,132 @@ +// 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 fn_n_unique +//! @{ + + +//! \brief +//! Get the number of unique nonzero elements in two sparse matrices. +//! This is very useful for determining the amount of memory necessary before +//! a sparse matrix operation on two matrices. + +template<typename T1, typename T2, typename op_n_unique_type> +inline +uword +n_unique + ( + const SpBase<typename T1::elem_type, T1>& x, + const SpBase<typename T2::elem_type, T2>& y, + const op_n_unique_type junk + ) + { + arma_extra_debug_sigprint(); + + const SpProxy<T1> pa(x.get_ref()); + const SpProxy<T2> pb(y.get_ref()); + + return n_unique(pa,pb,junk); + } + + + +template<typename T1, typename T2, typename op_n_unique_type> +arma_hot +inline +uword +n_unique + ( + const SpProxy<T1>& pa, + const SpProxy<T2>& pb, + const op_n_unique_type junk + ) + { + arma_extra_debug_sigprint(); + arma_ignore(junk); + + typename SpProxy<T1>::const_iterator_type x_it = pa.begin(); + typename SpProxy<T1>::const_iterator_type x_it_end = pa.end(); + + typename SpProxy<T2>::const_iterator_type y_it = pb.begin(); + typename SpProxy<T2>::const_iterator_type y_it_end = pb.end(); + + uword total_n_nonzero = 0; + + while( (x_it != x_it_end) || (y_it != y_it_end) ) + { + if(x_it == y_it) + { + if(op_n_unique_type::eval((*x_it), (*y_it)) != typename T1::elem_type(0)) + { + ++total_n_nonzero; + } + + ++x_it; + ++y_it; + } + else + { + if((x_it.col() < y_it.col()) || ((x_it.col() == y_it.col()) && (x_it.row() < y_it.row()))) // if y is closer to the end + { + if(op_n_unique_type::eval((*x_it), typename T1::elem_type(0)) != typename T1::elem_type(0)) + { + ++total_n_nonzero; + } + + ++x_it; + } + else // x is closer to the end + { + if(op_n_unique_type::eval(typename T1::elem_type(0), (*y_it)) != typename T1::elem_type(0)) + { + ++total_n_nonzero; + } + + ++y_it; + } + } + } + + return total_n_nonzero; + } + + +// Simple operators. +struct op_n_unique_add + { + template<typename eT> inline static eT eval(const eT& l, const eT& r) { return (l + r); } + }; + +struct op_n_unique_sub + { + template<typename eT> inline static eT eval(const eT& l, const eT& r) { return (l - r); } + }; + +struct op_n_unique_mul + { + template<typename eT> inline static eT eval(const eT& l, const eT& r) { return (l * r); } + }; + +struct op_n_unique_count + { + template<typename eT> inline static eT eval(const eT&, const eT&) { return eT(1); } + }; + + + +//! @} |