summaryrefslogtreecommitdiffstats
path: root/src/armadillo/include/armadillo_bits/fn_n_unique.hpp
diff options
context:
space:
mode:
Diffstat (limited to 'src/armadillo/include/armadillo_bits/fn_n_unique.hpp')
-rw-r--r--src/armadillo/include/armadillo_bits/fn_n_unique.hpp132
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); }
+ };
+
+
+
+//! @}