From eda5bc26f44ee9a6f83dcf8c91f17296d7fc509d Mon Sep 17 00:00:00 2001
From: Nao Pross <np@0hm.ch>
Date: Mon, 12 Feb 2024 14:52:43 +0100
Subject: Move into version control

---
 .../include/armadillo_bits/operator_times.hpp      | 482 +++++++++++++++++++++
 1 file changed, 482 insertions(+)
 create mode 100644 src/armadillo/include/armadillo_bits/operator_times.hpp

(limited to 'src/armadillo/include/armadillo_bits/operator_times.hpp')

diff --git a/src/armadillo/include/armadillo_bits/operator_times.hpp b/src/armadillo/include/armadillo_bits/operator_times.hpp
new file mode 100644
index 0000000..861166c
--- /dev/null
+++ b/src/armadillo/include/armadillo_bits/operator_times.hpp
@@ -0,0 +1,482 @@
+// 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 operator_times
+//! @{
+
+
+
+//! Base * scalar
+template<typename T1>
+arma_inline
+typename enable_if2< is_arma_type<T1>::value, const eOp<T1, eop_scalar_times> >::result
+operator*
+(const T1& X, const typename T1::elem_type k)
+  {
+  arma_extra_debug_sigprint();
+  
+  return eOp<T1, eop_scalar_times>(X,k);
+  }
+
+
+
+//! scalar * Base
+template<typename T1>
+arma_inline
+typename enable_if2< is_arma_type<T1>::value, const eOp<T1, eop_scalar_times> >::result
+operator*
+(const typename T1::elem_type k, const T1& X)
+  {
+  arma_extra_debug_sigprint();
+  
+  return eOp<T1, eop_scalar_times>(X,k);  // NOTE: order is swapped
+  }
+
+
+
+//! non-complex Base * complex scalar
+template<typename T1>
+arma_inline
+typename
+enable_if2
+  <
+  (is_arma_type<T1>::value && is_cx<typename T1::elem_type>::no),
+  const mtOp<typename std::complex<typename T1::pod_type>, T1, op_cx_scalar_times>
+  >::result
+operator*
+  (
+  const T1&                                  X,
+  const std::complex<typename T1::pod_type>& k
+  )
+  {
+  arma_extra_debug_sigprint();
+  
+  return mtOp<typename std::complex<typename T1::pod_type>, T1, op_cx_scalar_times>('j', X, k);
+  }
+
+
+
+//! complex scalar * non-complex Base
+template<typename T1>
+arma_inline
+typename
+enable_if2
+  <
+  (is_arma_type<T1>::value && is_cx<typename T1::elem_type>::no),
+  const mtOp<typename std::complex<typename T1::pod_type>, T1, op_cx_scalar_times>
+  >::result
+operator*
+  (
+  const std::complex<typename T1::pod_type>& k,
+  const T1&                                  X
+  )
+  {
+  arma_extra_debug_sigprint();
+  
+  return mtOp<typename std::complex<typename T1::pod_type>, T1, op_cx_scalar_times>('j', X, k);
+  }
+
+
+
+//! scalar * trans(T1)
+template<typename T1>
+arma_inline
+const Op<T1, op_htrans2>
+operator*
+(const typename T1::elem_type k, const Op<T1, op_htrans>& X)
+  {
+  arma_extra_debug_sigprint();
+  
+  return Op<T1, op_htrans2>(X.m, k);
+  }
+
+
+
+//! trans(T1) * scalar
+template<typename T1>
+arma_inline
+const Op<T1, op_htrans2>
+operator*
+(const Op<T1, op_htrans>& X, const typename T1::elem_type k)
+  {
+  arma_extra_debug_sigprint();
+  
+  return Op<T1, op_htrans2>(X.m, k);
+  }
+
+
+
+//! Base * diagmat
+template<typename T1, typename T2>
+arma_inline
+typename
+enable_if2
+  <
+  (is_arma_type<T1>::value && is_same_type<typename T1::elem_type, typename T2::elem_type>::value),
+  const Glue<T1, Op<T2, op_diagmat>, glue_times_diag>
+  >::result
+operator*
+(const T1& X, const Op<T2, op_diagmat>& Y)
+  {
+  arma_extra_debug_sigprint();
+  
+  return Glue<T1, Op<T2, op_diagmat>, glue_times_diag>(X, Y);
+  }
+
+
+
+//! diagmat * Base
+template<typename T1, typename T2>
+arma_inline
+typename
+enable_if2
+  <
+  (is_arma_type<T2>::value && is_same_type<typename T1::elem_type, typename T2::elem_type>::value),
+  const Glue<Op<T1, op_diagmat>, T2, glue_times_diag>
+  >::result
+operator*
+(const Op<T1, op_diagmat>& X, const T2& Y)
+  {
+  arma_extra_debug_sigprint();
+  
+  return Glue<Op<T1, op_diagmat>, T2, glue_times_diag>(X, Y);
+  }
+
+
+
+//! diagmat * diagmat
+template<typename T1, typename T2>
+inline
+Mat< typename promote_type<typename T1::elem_type, typename T2::elem_type>::result >
+operator*
+(const Op<T1, op_diagmat>& X, const Op<T2, op_diagmat>& Y)
+  {
+  arma_extra_debug_sigprint();
+  
+  typedef typename T1::elem_type eT1;
+  typedef typename T2::elem_type eT2;
+  
+  typedef typename promote_type<eT1,eT2>::result out_eT;
+  
+  promote_type<eT1,eT2>::check();
+  
+  const diagmat_proxy<T1> A(X.m);
+  const diagmat_proxy<T2> B(Y.m);
+  
+  arma_debug_assert_mul_size(A.n_rows, A.n_cols, B.n_rows, B.n_cols, "matrix multiplication");
+  
+  Mat<out_eT> out(A.n_rows, B.n_cols, arma_zeros_indicator());
+  
+  const uword A_length = (std::min)(A.n_rows, A.n_cols);
+  const uword B_length = (std::min)(B.n_rows, B.n_cols);
+  
+  const uword N = (std::min)(A_length, B_length);
+  
+  for(uword i=0; i<N; ++i)
+    {
+    out.at(i,i) = upgrade_val<eT1,eT2>::apply( A[i] ) * upgrade_val<eT1,eT2>::apply( B[i] );
+    }
+  
+  return out;
+  }
+
+
+
+//! multiplication of Base objects with same element type
+template<typename T1, typename T2>
+arma_inline
+typename
+enable_if2
+  <
+  is_arma_type<T1>::value && is_arma_type<T2>::value && is_same_type<typename T1::elem_type, typename T2::elem_type>::value,
+  const Glue<T1, T2, glue_times>
+  >::result
+operator*
+(const T1& X, const T2& Y)
+  {
+  arma_extra_debug_sigprint();
+  
+  return Glue<T1, T2, glue_times>(X, Y);
+  }
+
+
+
+//! multiplication of Base objects with different element types
+template<typename T1, typename T2>
+inline
+typename
+enable_if2
+  <
+  (is_arma_type<T1>::value && is_arma_type<T2>::value && (is_same_type<typename T1::elem_type, typename T2::elem_type>::no)),
+  const mtGlue< typename promote_type<typename T1::elem_type, typename T2::elem_type>::result, T1, T2, glue_mixed_times >
+  >::result
+operator*
+  (
+  const T1& X,
+  const T2& Y
+  )
+  {
+  arma_extra_debug_sigprint();
+  
+  typedef typename T1::elem_type eT1;
+  typedef typename T2::elem_type eT2;
+  
+  typedef typename promote_type<eT1,eT2>::result out_eT;
+  
+  promote_type<eT1,eT2>::check();
+  
+  return mtGlue<out_eT, T1, T2, glue_mixed_times>( X, Y );
+  }
+
+
+
+//! sparse multiplied by scalar
+template<typename T1>
+inline
+typename
+enable_if2
+  <
+  is_arma_sparse_type<T1>::value,
+  SpOp<T1,spop_scalar_times>
+  >::result
+operator*
+  (
+  const T1& X,
+  const typename T1::elem_type k
+  )
+  {
+  arma_extra_debug_sigprint();
+  
+  return SpOp<T1,spop_scalar_times>(X, k);
+  }
+
+
+
+template<typename T1>
+inline
+typename
+enable_if2
+  <
+  is_arma_sparse_type<T1>::value,
+  SpOp<T1,spop_scalar_times>
+  >::result
+operator*
+  (
+  const typename T1::elem_type k,
+  const T1& X
+  )
+  {
+  arma_extra_debug_sigprint();
+  
+  return SpOp<T1,spop_scalar_times>(X, k);
+  }
+
+
+
+//! non-complex sparse * complex scalar
+template<typename T1>
+arma_inline
+typename
+enable_if2
+  <
+  (is_arma_sparse_type<T1>::value && is_cx<typename T1::elem_type>::no),
+  const mtSpOp<typename std::complex<typename T1::pod_type>, T1, spop_cx_scalar_times>
+  >::result
+operator*
+  (
+  const T1&                                  X,
+  const std::complex<typename T1::pod_type>& k
+  )
+  {
+  arma_extra_debug_sigprint();
+  
+  return mtSpOp<typename std::complex<typename T1::pod_type>, T1, spop_cx_scalar_times>('j', X, k);
+  }
+
+
+
+//! complex scalar * non-complex sparse
+template<typename T1>
+arma_inline
+typename
+enable_if2
+  <
+  (is_arma_sparse_type<T1>::value && is_cx<typename T1::elem_type>::no),
+  const mtSpOp<typename std::complex<typename T1::pod_type>, T1, spop_cx_scalar_times>
+  >::result
+operator*
+  (
+  const std::complex<typename T1::pod_type>& k,
+  const T1&                                  X
+  )
+  {
+  arma_extra_debug_sigprint();
+  
+  return mtSpOp<typename std::complex<typename T1::pod_type>, T1, spop_cx_scalar_times>('j', X, k);
+  }
+
+
+
+//! multiplication of two sparse objects
+template<typename T1, typename T2>
+inline
+typename
+enable_if2
+  <
+  (is_arma_sparse_type<T1>::value && is_arma_sparse_type<T2>::value && is_same_type<typename T1::elem_type, typename T2::elem_type>::value),
+  const SpGlue<T1,T2,spglue_times>
+  >::result
+operator*
+  (
+  const T1& x,
+  const T2& y
+  )
+  {
+  arma_extra_debug_sigprint();
+
+  return SpGlue<T1,T2,spglue_times>(x, y);
+  }
+
+
+
+//! multiplication of one sparse and one dense object
+template<typename T1, typename T2>
+inline
+typename
+enable_if2
+  <
+  (is_arma_sparse_type<T1>::value && is_arma_type<T2>::value && is_same_type<typename T1::elem_type, typename T2::elem_type>::value),
+  const SpToDGlue<T1, T2, glue_times_sparse_dense>
+  >::result
+operator*
+  (
+  const T1& x,
+  const T2& y
+  )
+  {
+  arma_extra_debug_sigprint();
+  
+  return SpToDGlue<T1, T2, glue_times_sparse_dense>(x, y);
+  }
+
+
+
+//! multiplication of one dense and one sparse object
+template<typename T1, typename T2>
+inline
+typename
+enable_if2
+  <
+  (is_arma_type<T1>::value && is_arma_sparse_type<T2>::value && is_same_type<typename T1::elem_type, typename T2::elem_type>::value),
+  const SpToDGlue<T1, T2, glue_times_dense_sparse>
+  >::result
+operator*
+  (
+  const T1& x,
+  const T2& y
+  )
+  {
+  arma_extra_debug_sigprint();
+  
+  return SpToDGlue<T1, T2, glue_times_dense_sparse>(x, y);
+  }
+
+
+
+//! multiplication of two sparse objects with different element types
+template<typename T1, typename T2>
+inline
+typename
+enable_if2
+  <
+  (is_arma_sparse_type<T1>::value && is_arma_sparse_type<T2>::value && (is_same_type<typename T1::elem_type, typename T2::elem_type>::no)),
+  const mtSpGlue< typename promote_type<typename T1::elem_type, typename T2::elem_type>::result, T1, T2, spglue_times_mixed >
+  >::result
+operator*
+  (
+  const T1& X,
+  const T2& Y
+  )
+  {
+  arma_extra_debug_sigprint();
+  
+  typedef typename T1::elem_type eT1;
+  typedef typename T2::elem_type eT2;
+  
+  typedef typename promote_type<eT1,eT2>::result out_eT;
+  
+  promote_type<eT1,eT2>::check();
+  
+  return mtSpGlue<out_eT, T1, T2, spglue_times_mixed>( X, Y );
+  }
+
+
+
+//! multiplication of one sparse and one dense object with different element types
+template<typename T1, typename T2>
+inline
+typename
+enable_if2
+  <
+  (is_arma_sparse_type<T1>::value && is_arma_type<T2>::value && is_same_type<typename T1::elem_type, typename T2::elem_type>::no),
+  Mat< typename promote_type<typename T1::elem_type, typename T2::elem_type>::result >
+  >::result
+operator*
+  (
+  const T1& X,
+  const T2& Y
+  )
+  {
+  arma_extra_debug_sigprint();
+  
+  Mat< typename promote_type<typename T1::elem_type, typename T2::elem_type>::result > out;
+  
+  glue_times_sparse_dense::apply_mixed(out, X, Y);
+  
+  return out;
+  }
+
+
+
+//! multiplication of one dense and one sparse object with different element types
+template<typename T1, typename T2>
+inline
+typename
+enable_if2
+  <
+  (is_arma_type<T1>::value && is_arma_sparse_type<T2>::value && is_same_type<typename T1::elem_type, typename T2::elem_type>::no),
+  Mat< typename promote_type<typename T1::elem_type, typename T2::elem_type>::result >
+  >::result
+operator*
+  (
+  const T1& X,
+  const T2& Y
+  )
+  {
+  arma_extra_debug_sigprint();
+  
+  Mat< typename promote_type<typename T1::elem_type, typename T2::elem_type>::result > out;
+  
+  glue_times_dense_sparse::apply_mixed(out, X, Y);
+  
+  return out;
+  }
+
+
+
+//! @}
-- 
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