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// 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_as_scalar
//! @{
template<uword N>
struct as_scalar_redirect
{
template<typename T1>
inline static typename T1::elem_type apply(const T1& X);
};
template<>
struct as_scalar_redirect<2>
{
template<typename T1, typename T2>
inline static typename T1::elem_type apply(const Glue<T1,T2,glue_times>& X);
};
template<>
struct as_scalar_redirect<3>
{
template<typename T1, typename T2, typename T3>
inline static typename T1::elem_type apply(const Glue< Glue<T1, T2, glue_times>, T3, glue_times>& X);
};
template<uword N>
template<typename T1>
inline
typename T1::elem_type
as_scalar_redirect<N>::apply(const T1& X)
{
arma_extra_debug_sigprint();
typedef typename T1::elem_type eT;
const Proxy<T1> P(X);
if(P.get_n_elem() != 1)
{
arma_debug_check(true, "as_scalar(): expression doesn't evaluate to exactly one element");
return Datum<eT>::nan;
}
return (Proxy<T1>::use_at) ? P.at(0,0) : P[0];
}
template<typename T1, typename T2>
inline
typename T1::elem_type
as_scalar_redirect<2>::apply(const Glue<T1, T2, glue_times>& X)
{
arma_extra_debug_sigprint();
typedef typename T1::elem_type eT;
// T1 must result in a matrix with one row
// T2 must result in a matrix with one column
const bool has_all_mat = (is_Mat<T1>::value || is_Mat_trans<T1>::value) && (is_Mat<T2>::value || is_Mat_trans<T2>::value);
const bool use_at = (Proxy<T1>::use_at || Proxy<T2>::use_at);
const bool do_partial_unwrap = (has_all_mat || use_at);
if(do_partial_unwrap)
{
const partial_unwrap<T1> tmp1(X.A);
const partial_unwrap<T2> tmp2(X.B);
typedef typename partial_unwrap<T1>::stored_type TA;
typedef typename partial_unwrap<T2>::stored_type TB;
const TA& A = tmp1.M;
const TB& B = tmp2.M;
const uword A_n_rows = (tmp1.do_trans == false) ? (TA::is_row ? 1 : A.n_rows) : (TA::is_col ? 1 : A.n_cols);
const uword A_n_cols = (tmp1.do_trans == false) ? (TA::is_col ? 1 : A.n_cols) : (TA::is_row ? 1 : A.n_rows);
const uword B_n_rows = (tmp2.do_trans == false) ? (TB::is_row ? 1 : B.n_rows) : (TB::is_col ? 1 : B.n_cols);
const uword B_n_cols = (tmp2.do_trans == false) ? (TB::is_col ? 1 : B.n_cols) : (TB::is_row ? 1 : B.n_rows);
arma_debug_check( (A_n_rows != 1) || (B_n_cols != 1) || (A_n_cols != B_n_rows), "as_scalar(): incompatible dimensions" );
const eT val = op_dot::direct_dot(A.n_elem, A.memptr(), B.memptr());
return (tmp1.do_times || tmp2.do_times) ? (val * tmp1.get_val() * tmp2.get_val()) : val;
}
else
{
const Proxy<T1> PA(X.A);
const Proxy<T2> PB(X.B);
arma_debug_check
(
(PA.get_n_rows() != 1) || (PB.get_n_cols() != 1) || (PA.get_n_cols() != PB.get_n_rows()),
"as_scalar(): incompatible dimensions"
);
return op_dot::apply_proxy(PA,PB);
}
}
template<typename T1, typename T2, typename T3>
inline
typename T1::elem_type
as_scalar_redirect<3>::apply(const Glue< Glue<T1, T2, glue_times>, T3, glue_times >& X)
{
arma_extra_debug_sigprint();
typedef typename T1::elem_type eT;
// T1 * T2 must result in a matrix with one row
// T3 must result in a matrix with one column
typedef typename strip_inv <T2 >::stored_type T2_stripped_1;
typedef typename strip_diagmat<T2_stripped_1>::stored_type T2_stripped_2;
const strip_inv <T2> strip1(X.A.B);
const strip_diagmat<T2_stripped_1> strip2(strip1.M);
const bool tmp2_do_inv = strip1.do_inv;
const bool tmp2_do_diagmat = strip2.do_diagmat;
if(tmp2_do_diagmat == false)
{
const Mat<eT> tmp(X);
if(tmp.n_elem != 1)
{
arma_debug_check(true, "as_scalar(): expression doesn't evaluate to exactly one element");
return Datum<eT>::nan;
}
return tmp[0];
}
else
{
const partial_unwrap<T1> tmp1(X.A.A);
const partial_unwrap<T2_stripped_2> tmp2(strip2.M);
const partial_unwrap<T3> tmp3(X.B);
const Mat<eT>& A = tmp1.M;
const Mat<eT>& B = tmp2.M;
const Mat<eT>& C = tmp3.M;
const uword A_n_rows = (tmp1.do_trans == false) ? A.n_rows : A.n_cols;
const uword A_n_cols = (tmp1.do_trans == false) ? A.n_cols : A.n_rows;
const bool B_is_vec = B.is_vec();
const uword B_n_rows = (B_is_vec) ? B.n_elem : ( (tmp2.do_trans == false) ? B.n_rows : B.n_cols );
const uword B_n_cols = (B_is_vec) ? B.n_elem : ( (tmp2.do_trans == false) ? B.n_cols : B.n_rows );
const uword C_n_rows = (tmp3.do_trans == false) ? C.n_rows : C.n_cols;
const uword C_n_cols = (tmp3.do_trans == false) ? C.n_cols : C.n_rows;
const eT val = tmp1.get_val() * tmp2.get_val() * tmp3.get_val();
arma_debug_check
(
(A_n_rows != 1) ||
(C_n_cols != 1) ||
(A_n_cols != B_n_rows) ||
(B_n_cols != C_n_rows)
,
"as_scalar(): incompatible dimensions"
);
if(B_is_vec)
{
if(tmp2_do_inv)
{
return val * op_dotext::direct_rowvec_invdiagvec_colvec(A.mem, B, C.mem);
}
else
{
return val * op_dot::direct_dot(A.n_elem, A.mem, B.mem, C.mem);
}
}
else
{
if(tmp2_do_inv)
{
return val * op_dotext::direct_rowvec_invdiagmat_colvec(A.mem, B, C.mem);
}
else
{
return val * op_dotext::direct_rowvec_diagmat_colvec(A.mem, B, C.mem);
}
}
}
}
template<typename T1>
inline
typename T1::elem_type
as_scalar_diag(const Base<typename T1::elem_type,T1>& X)
{
arma_extra_debug_sigprint();
typedef typename T1::elem_type eT;
const unwrap<T1> tmp(X.get_ref());
const Mat<eT>& A = tmp.M;
if(A.n_elem != 1)
{
arma_debug_check(true, "as_scalar(): expression doesn't evaluate to exactly one element");
return Datum<eT>::nan;
}
return A.mem[0];
}
template<typename T1, typename T2, typename T3>
inline
typename T1::elem_type
as_scalar_diag(const Glue< Glue<T1, T2, glue_times_diag>, T3, glue_times >& X)
{
arma_extra_debug_sigprint();
typedef typename T1::elem_type eT;
// T1 * T2 must result in a matrix with one row
// T3 must result in a matrix with one column
typedef typename strip_diagmat<T2>::stored_type T2_stripped;
const strip_diagmat<T2> strip(X.A.B);
const partial_unwrap<T1> tmp1(X.A.A);
const partial_unwrap<T2_stripped> tmp2(strip.M);
const partial_unwrap<T3> tmp3(X.B);
const Mat<eT>& A = tmp1.M;
const Mat<eT>& B = tmp2.M;
const Mat<eT>& C = tmp3.M;
const uword A_n_rows = (tmp1.do_trans == false) ? A.n_rows : A.n_cols;
const uword A_n_cols = (tmp1.do_trans == false) ? A.n_cols : A.n_rows;
const bool B_is_vec = B.is_vec();
const uword B_n_rows = (B_is_vec) ? B.n_elem : ( (tmp2.do_trans == false) ? B.n_rows : B.n_cols );
const uword B_n_cols = (B_is_vec) ? B.n_elem : ( (tmp2.do_trans == false) ? B.n_cols : B.n_rows );
const uword C_n_rows = (tmp3.do_trans == false) ? C.n_rows : C.n_cols;
const uword C_n_cols = (tmp3.do_trans == false) ? C.n_cols : C.n_rows;
const eT val = tmp1.get_val() * tmp2.get_val() * tmp3.get_val();
arma_debug_check
(
(A_n_rows != 1) ||
(C_n_cols != 1) ||
(A_n_cols != B_n_rows) ||
(B_n_cols != C_n_rows)
,
"as_scalar(): incompatible dimensions"
);
if(B_is_vec)
{
return val * op_dot::direct_dot(A.n_elem, A.mem, B.mem, C.mem);
}
else
{
return val * op_dotext::direct_rowvec_diagmat_colvec(A.mem, B, C.mem);
}
}
template<typename T1, typename T2>
arma_warn_unused
arma_inline
typename T1::elem_type
as_scalar(const Glue<T1, T2, glue_times>& X, const typename arma_not_cx<typename T1::elem_type>::result* junk = nullptr)
{
arma_extra_debug_sigprint();
arma_ignore(junk);
if(is_glue_times_diag<T1>::value == false)
{
const sword N_mat = 1 + depth_lhs< glue_times, Glue<T1,T2,glue_times> >::num;
arma_extra_debug_print(arma_str::format("N_mat = %d") % N_mat);
return as_scalar_redirect<N_mat>::apply(X);
}
else
{
return as_scalar_diag(X);
}
}
template<typename T1>
arma_warn_unused
inline
typename T1::elem_type
as_scalar(const Base<typename T1::elem_type,T1>& X)
{
arma_extra_debug_sigprint();
typedef typename T1::elem_type eT;
const Proxy<T1> P(X.get_ref());
if(P.get_n_elem() != 1)
{
arma_debug_check(true, "as_scalar(): expression doesn't evaluate to exactly one element");
return Datum<eT>::nan;
}
return (Proxy<T1>::use_at) ? P.at(0,0) : P[0];
}
template<typename T1>
arma_warn_unused
inline
typename T1::elem_type
as_scalar(const Gen<T1, gen_randu>& X)
{
arma_extra_debug_sigprint();
typedef typename T1::elem_type eT;
if( (X.n_rows != 1) || (X.n_cols != 1) )
{
arma_debug_check(true, "as_scalar(): expression doesn't evaluate to exactly one element");
return Datum<eT>::nan;
}
return eT(arma_rng::randu<eT>());
}
template<typename T1>
arma_warn_unused
inline
typename T1::elem_type
as_scalar(const Gen<T1, gen_randn>& X)
{
arma_extra_debug_sigprint();
typedef typename T1::elem_type eT;
if( (X.n_rows != 1) || (X.n_cols != 1) )
{
arma_debug_check(true, "as_scalar(): expression doesn't evaluate to exactly one element");
return Datum<eT>::nan;
}
return eT(arma_rng::randn<eT>());
}
template<typename T1>
arma_warn_unused
inline
typename T1::elem_type
as_scalar(const BaseCube<typename T1::elem_type,T1>& X)
{
arma_extra_debug_sigprint();
typedef typename T1::elem_type eT;
const ProxyCube<T1> P(X.get_ref());
if(P.get_n_elem() != 1)
{
arma_debug_check(true, "as_scalar(): expression doesn't evaluate to exactly one element");
return Datum<eT>::nan;
}
return (ProxyCube<T1>::use_at) ? P.at(0,0,0) : P[0];
}
template<typename T>
arma_warn_unused
arma_inline
typename arma_scalar_only<T>::result
as_scalar(const T& x)
{
return x;
}
template<typename T1>
arma_warn_unused
inline
typename T1::elem_type
as_scalar(const SpBase<typename T1::elem_type, T1>& X)
{
typedef typename T1::elem_type eT;
const unwrap_spmat<T1> tmp(X.get_ref());
const SpMat<eT>& A = tmp.M;
if(A.n_elem != 1)
{
arma_debug_check(true, "as_scalar(): expression doesn't evaluate to exactly one element");
return Datum<eT>::nan;
}
return A.at(0,0);
}
//! @}
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